Jesse Vincent

Check all external inputs for validity - garbage in, nothing out, never garbage out

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Complete feature development with structured options for merge, PR, or cleanup

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Execute detailed plans in batches with review checkpoints

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Design in pseudocode first, iterate approaches, then translate to code

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Use multiple Claude agents to investigate and fix independent problems concurrently

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Interactive idea refinement using Socratic method to develop fully-formed designs

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Write comments explaining WHAT and WHY, never temporal context or history

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Refactor with tests first, one change at a time, never mix refactoring with bug fixes or new features

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Choose names that fully and accurately describe what the variable represents

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Name code by what it does in the domain, not how it's implemented or its history

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Maintain skills wiki health - check links, naming, cross-references, and coverage

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Fork, clone to ~/.clank, run installer, edit CLAUDE.md

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RED-GREEN-REFACTOR for process documentation - baseline without skill, write addressing failures, iterate closing loopholes

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Use when cataloging or annotating visible construction in photographs or scan RGB, especially before registration or while the base model may be replaced.

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Inspect native RGB, depth, confidence, calibration, and poses to make finite, source traceable reference points and surface measurements.

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Preserve and inventory scan archives while retaining capture variants, hashes, calibration, and frame provenance.

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Build and review evidence tagged Blender architectural candidates, preserve unrelated scene content, and produce requested photographic materials, stills and portable model deliveries.

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Coordinate evidence based reconstruction from scans, photos, plans, and measurements into a reviewable Blender architectural model, with photographic appearance, renders and portable browser delivery when requested.

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Collect and verify Google Street View exterior references for a building reconstruction, preserving panorama identity, imagery dates, attribution and viewpoint separately from calibrated scan evidence.

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Fit and independently validate rigid scan alignment from named, source traceable correspondences.

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Use on demand to reconcile a Mac's GUI-changed settings into version control — when the user says "reconcile my mac defaults", "capture my macOS settings", or after they've changed System Settings and want the keepers tracked. Drives homedir-manager's `defaults` verb (capture/drift/apply) against a versioned desired-state file.

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Use when adding, changing, deploying, onboarding, or auditing homedir-manager content repos — the marker-based symlink deployment system that manages dotfiles and config across your machines. Covers the update workflow, the manifest, OS-splitting, secrets, new-machine onboarding, and the audit process.

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